Does medical specialization of VLMs enhance discriminative power?: A comprehensive investigation through feature distribution analysis

Keita Takeda, Tomoya Sakai

This study investigates the feature representations produced by publicly available open source medical vision-language models (VLMs). While medical VLMs are expected to capture dia…